Yilong Qin
4 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Core Methods
(2)
Optimization & Theory
(2)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
sample complexity
(2)
sentiment analysis
(1)
optimal transport
(1)
knowledge transfer
(1)
probability distribution
(1)
markov chain
(1)
distribution shift
(1)
score matching
(1)
mixing time
(1)
diffusion model
(1)
energy-based model
(1)
out-of-distribution detection
(1)
inference speed
(1)
masked language modeling
(1)
langevin diffusion
(1)
parallel decoding
(1)
error estimation
(1)
graph neural network
(1)
comparative preference classification
(1)
domain adaptive knowledge transfer
(1)
Papers
Fit Like You Sample: Sample-Efficient Generalized Score Matching from Fast Mixing Diffusions
COLT 2024
Promises and Pitfalls of Generative Masked Language Modeling: Theoretical Framework and Practical Guidelines
ICML 2024
Characterizing Out-of-Distribution Error via Optimal Transport
NeurIPS 2023
Powering Comparative Classification with Sentiment Analysis via Domain Adaptive Knowledge Transfer
EMNLP 2021